Editors:
- Includes supplementary material: sn.pub/extras
Part of the book series: Communications in Computer and Information Science (CCIS, volume 610)
Conference series link(s): IPMU: International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems
Conference proceedings info: IPMU 2016.
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Table of contents (60 papers)
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Front Matter
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Fuzzy Measures and Integrals
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Front Matter
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Uncertainty Quantification with Imprecise Probability
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Front Matter
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Textual Data Processing
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Front Matter
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Other Volumes
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Information Processing and Management of Uncertainty in Knowledge-Based Systems
About this book
This two volume set (CCIS 610 and 611) constitute the proceedings of the 16th International Conference on Information processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2016, held in Eindhoven, The Netherlands, in June 2016.
The 127 revised full papers presented together with four invited talks were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on fuzzy measures and integrals; uncertainty quantification with imprecise probability; textual data processing; belief functions theory and its applications; graphical models; fuzzy implications functions; applications in medicine and bioinformatics; real-world applications; soft computing for image processing; clustering; fuzzy logic, formal concept analysis and rough sets; graded and many-valued modal logics; imperfect databases; multiple criteria decision methods; argumentation and belief revision; databases and information systems; conceptual aspectsof data aggregation and complex data fusion; fuzzy sets and fuzzy logic; decision support; comparison measures; machine learning; social data processing; temporal data processing; aggregation.
Keywords
- algorithms
- artificial intelligence
- Bayesian probabilistic computation
- Choquet integrals
- classification
- clustering
- data mining
- databases
- evolutionary computation
- fuzzy logic
- fuzzy sets
- image processing
- knowledge based systems
- machine learning
- natural computing
- probability
- problem solving
- semantic web
- sensors
- uncertainty
Editors and Affiliations
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INESC-ID,Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal
Joao Paulo Carvalho
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LIP 6, Université Pierre et Marie Curie, Paris, France
Marie-Jeanne Lesot
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School of Industrial Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
Uzay Kaymak
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IDMEC,Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal
Susana Vieira
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LIP6, Université Pierre et Marie Curie, CNRS, Paris, France
Bernadette Bouchon-Meunier
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Machine Intelligence Institute, Iona College, New Rochelle, USA
Ronald R. Yager
Bibliographic Information
Book Title: Information Processing and Management of Uncertainty in Knowledge-Based Systems
Book Subtitle: 16th International Conference, IPMU 2016, Eindhoven, The Netherlands, June 20-24, 2016, Proceedings, Part I
Editors: Joao Paulo Carvalho, Marie-Jeanne Lesot, Uzay Kaymak, Susana Vieira, Bernadette Bouchon-Meunier, Ronald R. Yager
Series Title: Communications in Computer and Information Science
DOI: https://doi.org/10.1007/978-3-319-40596-4
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2016
Softcover ISBN: 978-3-319-40595-7Published: 12 June 2016
eBook ISBN: 978-3-319-40596-4Published: 10 June 2016
Series ISSN: 1865-0929
Series E-ISSN: 1865-0937
Edition Number: 1
Number of Pages: XXXIV, 738
Number of Illustrations: 190 b/w illustrations
Topics: Artificial Intelligence, Data Mining and Knowledge Discovery, Algorithm Analysis and Problem Complexity, Probability and Statistics in Computer Science, Mathematical Logic and Formal Languages, Image Processing and Computer Vision